The news arrived in a hurried phone call from his sister. “Did you hear about…?” she began, her voice filled with a similar disbelief, before the words 'your college' and 'closing down' spilled out of her mouth. He clutched his phone.

He felt a strange tingling in his hands, a buzzing sensation that spread up his arms. The pizza he'd been eating suddenly tasted like cardboard. He walked to the window, the familiar view of the city now distorted, the buildings seeming to tilt and waver.

“No, no, that can’t be right,” he said to the empty room, his voice a tight whisper. He couldn’t seem to breathe. Everything around him, once familiar, had become suddenly precarious and unstable.

Emotion: shocked

Cluster: Surprise / Confusion
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.65

Role in Research

This story is one of 1,000 stories generated for the emotion shocked. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 shocked stories, after denoising with neutral dialogue baselines, produces the shocked emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the shocked vector is projected through the unembedding matrix.

Promoted:
будто0.298
😰0.268
sickening0.266
не0.266
que0.257
Suppressed:
enthusi-0.283
开心-0.269
ولة-0.262
ارك-0.257
উৎসাহিত-0.255